Melbourne, Australia · Graduating Nov 2026
Final-year RMIT Software Engineering student building AI and data systems through enterprise POCs, production reporting and stakeholder discovery.
Work
An LLM layer on top of existing Snowflake forecasts that explains, in plain language, how external events affect confidence in fuel-consumption forecasts.
Adopted to help stakeholders interpret forecast confidence and external drivers.
A from-scratch replication engine that detects change on source systems with no native CDC, using hierarchical hashing to land Fivetran-format SCD2 history in Snowflake.
Validated end to end; production rollout was in progress when I left.
Hardened an AI governance framework for Snowflake semantic views and Cortex agents: a CI drift guard, a Snowsight-to-git capture step, and a human approval gate before irreversible production deploys.
Framework adopted by multiple organisations; hardening changes merged upstream.
A Streamlit and Snowflake operational control board with near real-time refresh, built through iterative consultation with designers, analysts, and engineers, and adopted for operations alignment.
In production, providing a shared operational view across three groups.
Experience
Feb 2026 - Present
Client-facing proof-of-concept delivery: turning ambiguous enterprise requirements into Snowflake AI and data solutions, demos, and implementation roadmaps.
Jul 2025 - Feb 2026
Analytics-engineering delivery and technical judgment: data-quality governance, executive reporting, and platform feasibility.
Feb 2025 - May 2025
Full-stack delivery in a small startup: a real-time platform owned end to end, from frontend to deployment.
About
I'm a final-year Software Engineering student at RMIT, finishing in November 2026. I build software at the intersection of product, data, and AI, and I have internship experience across Snowflake, RMIT, and a startup.